Optimizing Metamaterial Inverse Design with 3D Conditional Diffusion Model and Data Augmentation
A generative AI model, the 3D conditional diffusion model (3D‐CDM), is introduced to enhance the inverse design of voxel‐based metamaterials. A data augmentation technique based on topological perturbation expands the dataset, further improving generation quality and accuracy.
Xiaoyang Zheng+2 more
wiley +1 more source
One-pot dual protein labeling for simultaneous mechanical and fluorescent readouts in optical tweezers. [PDF]
Silbermann LM+5 more
europepmc +1 more source
Photochromic compounds are versatile ingredients for the development of Chemical AI. When they are embedded in a tight microenvironment, they become Markov blankets. They are also valuable for processing Boolean and Fuzzy logic. They contribute to neuromorphic engineering in wetware based on opto‐chemical signals exchanged with oscillatory chemical ...
Pier Luigi Gentili
wiley +1 more source
Parameter Estimation and Identifiability in Kinetic Flux Profiling Models of Metabolism. [PDF]
Guppy B, Mitchell C, Taylor EB.
europepmc +1 more source
Angle‐ and Polarization‐Tolerant Metasurface Designs Based on the Aperiodic Tiling
A novel aperiodic metasurface design is introduced to mitigate the inherent angle and polarization sensitivity of conventional metasurfaces. By employing a recently discovered aperiodic tiling approach, identical elliptical scatterers are arranged with systematic variations in their spacing and orientation, effectively minimizing spectral reflectance ...
Minyeul Lee, Suwan Jeon, Jonghwa Shin
wiley +1 more source
A unified approach to inferring chemical compounds with the desired aqueous solubility. [PDF]
Batool M+5 more
europepmc +1 more source
An enhanced homogenization method for periodic lattices, applicable to any asymmetrical multipart structures, is proposed. This method simplifies intricate gratings into slab waveguides, predicts guided‐mode resonances and bound states in the continuum, without relying on numerical methods.
Atefe Taheri, Mehrdad Shokooh‐Saremi
wiley +1 more source
Establishing a GRU-GCN coordination-based prediction model for miRNA-disease associations. [PDF]
Chuang KC, Cheng PS, Tsai YH, Tsai MH.
europepmc +1 more source
Query by Example: Semantic Traffic Scene Retrieval Using LLM-Based Scene Graph Representation. [PDF]
Tian Y+4 more
europepmc +1 more source
Flexible integration of spatial and expression information for precise spot embedding via ZINB-based graph-enhanced autoencoder. [PDF]
Leng J, Yu J, Wu LY, Chen H.
europepmc +1 more source